Patent · US Active

Deep mining of network resource references

US10430473B2 · kind B2 · utility

0Cited by

7References

20Claims

0Family size

Assignee

MICROSOFT TECHNOLOGY LICENSING, LLC · US

Inventors

Ming Tan · Bellevue, US
Like Liu · Beijing, CN
Qiong Ou · Sammamish, US

Key dates

Filing date	Jan 21, 2016
Grant date	Oct 1, 2019
Priority date	—
Expiry date	Feb 10, 2037

Classification

Technology area (CPC G)Physics
CPC primaryG06N20/00
WIPO fieldComputer technology
WIPO sectorElectrical engineering

Abstract

Architecture for deep mining of network resource references such as URLs. The architecture includes an extraction component configured to extract useful entity information from a collection of entity information, the collection of entity information derived from local search data; a distributed processing component configured to distributively query a search engine using the useful entity information and receive search results from the search engine, the search results comprising resource references; and, a selection component configured to remove non-relevant resource references to obtain candidate resource references and select a top resource reference from the candidate resource references, using an unsupervised machine learning algorithm.

Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.